Not to say I have an attraction to extremely skinny people, but I would find them more attractive than a truly obese person.
But that kind of depends on what you're really asking, to be honest.
Someone who's a bit podgy is better than someone who is deathly skinny. And the topic is only questioning "fat person".
Yet I would be more disgusted by someone who is morbidly obese than skeleton thin.